How often do docs get cited by AI? | Trakkr Research

Domains in the current docs map account for 0.17% of citation appearances. That is a partial category result, not a complete measure of documentation pages across the web.

Methodology: Built from 48,422,016 citation appearances across 529,165 unique domains in the latest valid snapshot for 1,643 tracked brands, observed from October 3, 2025 to August 18, 2026.

Direct Answer

Domains in the current docs map account for 0.17% of citation appearances. That is a partial category result, not a complete measure of documentation pages across the web.

What this means

This answer matters because it turns a study finding into an operating rule teams can use when they decide what to publish, refresh, or measure next.

Evidence table

Metric Value Why it matters
Docs category share 0.17% Partial hand-maintained source classification.
Citation appearances 48.4M 48,422,016 appearances in the verified August 18, 2026 snapshot.

Frequently Asked Questions

How often do docs get cited by AI?

Domains in the current docs map account for 0.17% of citation appearances. That is a partial category result, not a complete measure of documentation pages across the web.

Which numbers from AI Citation Index matter most here?

Docs category share: 0.17%. Partial hand-maintained source classification. Citation appearances: 48.4M. 48,422,016 appearances in the verified August 18, 2026 snapshot.

What should a team do next?

Audit the domains that already dominate your category and decide which ones are realistic citation targets. Build source-worthy pages for the query shapes where AI is already citing third parties. Treat reference, review, and social sources as part of your AI visibility surface, not as noise.

What to do next

Related pages

Continue through the same study cluster.

Data & Sources